text2vec is an R package which provides an efficient framework with a concise API for text analysis and natural language processing (NLP).
library and tools for information extraction.
This project provides free (even for commercial use) state-of-the-art information extraction tools. The current release includes tools for performing named entity extraction and binary relation detection as well as tools for training custom extractors and relation detectors.